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Published at November 27Ridge Regression for Manifold-valued Time-Series with Application to Meteorological Forecast
math.DG
cs.NA
math.NA
stat.AP
stat.ML
53B, 53C (Primary), 62, 65D (Secondary)
Released Date: November 27, 2024
Authors: Esfandiar Nava-Yazdani1
Aff.: 1Department of Visual and Data-Centric Computing, Zuse Institute Berlin, Berlin, Germany

| Experiment/Method | Intensities (kt) | Tracks (mi) |
|---|---|---|
| Exp1/NHC | 6.4 | 48.2 |
| Exp1/Proposed | 6.9 | 90.7 |
| Exp2/NHC | 7.5 | 67.4 |
| Exp2/Proposed | 6.5 | 97.2 |